3D MRI Synthesis on OpenBHB (held-out)
0.0039FIDWaveDiT-CFM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| WaveDiT-CFMSteps=10, Conditioning=Conditioned2026.06 | 0.0039 | 0.0001 | 83.4 | |
| WDMaSteps=1000, Conditioning=Conditioned2026.06 | 0.0044 | 0.0001 | 90 | |
| WDMSteps=1000, Conditioning=Unconditional2026.06 | 0.0045 | 0.0001 | 90.8 | |
| WaveDiT (Voxel-space ablation)Steps=10, Conditioning=Conditioned2026.06 | 0.0045 | 0.0001 | 87.8 | |
| MDSteps=1000, Conditioning=Unconditional2026.06 | 0.0113 | 0.0004 | 89.8 | |
| FlowLetSteps=10, Conditioning=Conditioned2026.06 | 0.0117 | 0.0004 | 86.9 | |
| WaveDiT-OTFMSteps=10, Conditioning=Conditioned2026.06 | 0.0157 | 0.0006 | 83 | |
| WaveDiT (w/o Morpheus ablation)Steps=10, Conditioning=Conditioned2026.06 | 0.0295 | 0.0005 | 86.2 | |
| 3DMDSteps=1000, Conditioning=Unconditional2026.06 | 0.0307 | 0.0006 | 88.7 | |
| BSConditioning=Conditioned2026.06 | 0.0477 | 0.0018 | 85.2 | |
| MLDMSteps=100, Conditioning=Conditioned2026.06 | 0.0704 | 0.0027 | 88.4 | |
| MOTFMaSteps=50, Conditioning=Conditioned2026.06 | 0.1124 | 0.0043 | 84.8 | |
| MOTFMSteps=50, Conditioning=Unconditional2026.06 | 0.1154 | 0.0046 | 91.8 | |
| WaveDiT-RFMSteps=10, Conditioning=Conditioned2026.06 | 0.1811 | 0.0072 | 86.2 |